Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
Code Code Available A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available Learning Conceptual-Contextual Embeddings for Medical Text Aug 16, 2019 Natural Language Understanding
— Unverified CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available SenseBERT: Driving Some Sense into BERT Aug 15, 2019 Language Modeling Language Modelling
— Unverified Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Aug 14, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available Reasoning-Driven Question-Answering for Natural Language Understanding Aug 14, 2019 Common Sense Reasoning Natural Language Inference
— Unverified StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Aug 13, 2019 Language Modeling Language Modelling
— Unverified Active Annotation: bootstrapping annotation lexicon and guidelines for supervised NLU learning Aug 12, 2019 intent-classification Intent Classification
— Unverified A Weakly-Supervised Attention-based Visualization Tool for Assessing Political Affiliation Aug 5, 2019 Natural Language Understanding Stance Detection
— Unverified Meaning Representation of Null Instantiated Semantic Roles in FrameNet Aug 1, 2019 Natural Language Understanding
— Unverified Towards Universal Semantic Representation Aug 1, 2019 Abstract Meaning Representation Natural Language Understanding
— Unverified Augmenting Named Entity Recognition with Commonsense Knowledge Aug 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Jul 29, 2019 Decoder Machine Translation
Code Code Available A Hybrid Neural Network Model for Commonsense Reasoning Jul 27, 2019 Common Sense Reasoning Coreference Resolution
— Unverified Using Answer Set Programming for Commonsense Reasoning in the Winograd Schema Challenge Jul 25, 2019 Natural Language Understanding
— Unverified Structured Knowledge Discovery from Massive Text Corpus Jul 23, 2019 Intent Detection Language Modeling
— Unverified Why Build an Assistant in Minecraft? Jul 22, 2019 Minecraft Natural Language Understanding
Code Code Available A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Jul 19, 2019 Multi-Task Learning Natural Language Inference
Code Code Available Task Selection Policies for Multitask Learning Jul 14, 2019 counterfactual Natural Language Understanding
— Unverified Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available Solving Hard Coreference Problems Jul 11, 2019 coreference-resolution Coreference Resolution
— Unverified Incrementalizing RASA's Open-Source Natural Language Understanding Pipeline Jul 11, 2019 Intent Recognition Natural Language Understanding
— Unverified An Effective Multi-Stage Approach For Question Answering Jul 10, 2019 Machine Reading Comprehension Natural Language Understanding
— Unverified BAM! Born-Again Multi-Task Networks for Natural Language Understanding Jul 10, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Jul 5, 2019 Intent Detection Natural Language Understanding
— Unverified Multi-Task Networks With Universe, Group, and Task Feature Learning Jul 3, 2019 Multi-Task Learning Natural Language Understanding
— Unverified CS563-QA: A Collection for Evaluating Question Answering Systems Jul 2, 2019 Natural Language Understanding Question Answering
— Unverified A Surprisingly Robust Trick for the Winograd Schema Challenge Jul 1, 2019 Language Modeling Language Modelling
— Unverified Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. Jul 1, 2019 Natural Language Understanding Text Generation
— Unverified An adaptable task-oriented dialog system for stand-alone embedded devices Jul 1, 2019 Dialogue Management Management
— Unverified Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning Jul 1, 2019 Natural Language Understanding Word Embeddings
Code Code Available DisSent: Learning Sentence Representations from Explicit Discourse Relations Jul 1, 2019 Dependency Parsing Natural Language Understanding
Code Code Available Natural Language Understanding with the Quora Question Pairs Dataset Jul 1, 2019 BIG-bench Machine Learning Natural Language Understanding
— Unverified A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications Jun 22, 2019 document understanding Natural Language Understanding
— Unverified One-vs-All Models for Asynchronous Training: An Empirical Analysis Jun 20, 2019 All General Classification
— Unverified A Structured Learning Approach to Temporal Relation Extraction Jun 12, 2019 Natural Language Understanding Relation
— Unverified CogCompTime: A Tool for Understanding Time in Natural Language Text Jun 12, 2019 Natural Language Understanding
— Unverified Joint Reasoning for Temporal and Causal Relations Jun 12, 2019 Natural Language Understanding
— Unverified DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain Jun 11, 2019 Multi-Task Learning Natural Language Understanding
— Unverified PerspectroScope: A Window to the World of Diverse Perspectives Jun 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available Federated Learning for Emoji Prediction in a Mobile Keyboard Jun 11, 2019 Diversity Federated Learning
— Unverified A Survey of Reinforcement Learning Informed by Natural Language Jun 10, 2019 Decision Making Instruction Following
— Unverified Gendered Pronoun Resolution using BERT and an extractive question answering formulation Jun 9, 2019 coreference-resolution Coreference Resolution
Code Code Available Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Jun 8, 2019 8k Fact Checking
Code Code Available Cross-Lingual Training for Automatic Question Generation Jun 6, 2019 Natural Language Understanding Question Answering
Code Code Available Learning to Rank for Plausible Plausibility Jun 5, 2019 Learning-To-Rank Natural Language Understanding
— Unverified Resolving Gendered Ambiguous Pronouns with BERT Jun 3, 2019 coreference-resolution Coreference Resolution
Code Code Available 